AI Swarm Intelligence
Coordinate dozens or hundreds of specialized agents into a single intelligent system.
Topologies, consensus and coordination
Swarm intelligence is the emergent capability of many specialized agents acting on local rules and shared signals. Ruflo lets you compose the right topology for each workload.
Hierarchical Swarms
A coordinator routes work down a tree of specialized agents. Best for predictable workflows.
Mesh Swarms
Peer-to-peer messaging between agents. Best for exploratory work and parallel research.
Adaptive Swarms
Topology reconfigures based on task complexity and intermediate results.
Agent Consensus
Confidence-weighted voting produces a single output when agents disagree.
Swarm Coordination
Schedulers, locks and shared memory keep large swarms aligned.
Agent Delegation
Agents can spawn sub-agents to handle isolated sub-tasks.
Multi-Agent Decision Making
Structured debate and reflection patterns improve final quality.